public static Score GetStrategy(string name, CustomStratWeights weights)
{
if (name.Equals("Aggro"))
{
return(new AggroScore());
}
if (name.Equals("Control"))
{
return(new ControlScore());
}
if (name.Equals("Fatigue"))
{
return(new FatigueScore());
}
if (name.Equals("MidRange"))
{
return(new MidRangeScore());
}
if (name.Equals("Ramp"))
{
return(new RampScore());
}
if (name.Equals("Custom"))
{
return(new CustomScore(weights));
}
Console.WriteLine("Strategy " + name + " not a valid strategy.");
return(null);
}
private void SendWork(string workerInboxPath, Individual cur)
{
var deckParams = new DeckParams();
deckParams.ClassName = _playerDeck.DeckClass.ToString();
deckParams.CardList = _playerDeck.GetCardNames();
CustomStratWeights weights = cur.GetWeights();
var msg = new PlayMatchesMessage();
msg.Deck = deckParams;
msg.Strategy = weights;
Toml.WriteFile <PlayMatchesMessage>(msg, workerInboxPath);
}
public CustomScore(CustomStratWeights weights)
{
Weights = weights;
}
// Unpack the vector searched by the evolution strategy
public CustomStratWeights GetWeights()
{
return(CustomStratWeights.CreateFromVector(_paramVector));
}
public NeuralNetScore(int[] layerSizes, CustomStratWeights weights)
{
_network = new FullyConnectedNetwork(layerSizes);
_network.SetWeights(weights.Weights);
}
